{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "51dfffc9-4622-4aed-b182-9ea2f1d923f5",
   "metadata": {},
   "source": [
    "Chapter 13\n",
    "# 鸢尾花样本数据到图\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e3e96bd1-6c6c-426d-a298-367c834391de",
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "from sklearn.datasets import load_iris\n",
    "from sklearn.metrics.pairwise import euclidean_distances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3eff1967-d648-414b-8bcd-1a8000d08223",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 加载鸢尾花数据集\n",
    "iris = load_iris()\n",
    "data = iris.data[:, :2]  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9f8d3619-0ffe-485b-847e-78dcb97e919a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算欧氏距离矩阵\n",
    "D = euclidean_distances(data)\n",
    "# 用成对距离矩阵可以构造无向图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d62f52ff-3e7c-42e8-bc82-bd147579f07e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制成对欧氏距离热图\n",
    "sns.heatmap(D, square = True, cbar = False,\n",
    "            xticklabels=[], yticklabels=[],\n",
    "            cmap = 'RdYlBu_r')\n",
    "\n",
    "plt.savefig('成对欧氏距离热图.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9ee3c014-5bdd-43dc-8d88-f36bd3cd4f76",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建无向图\n",
    "G = nx.Graph(D, nodetype=int)\n",
    "\n",
    "# 提取边的权重，即欧氏距离值\n",
    "edge_weights = [G[i][j]['weight'] for i, j in G.edges]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b239c7e1-f94a-486c-a897-610da43bdd87",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 使用鸢尾花数据的真实位置绘制图形\n",
    "pos = {i: (data[i, 0], data[i, 1]) for i in range(len(data))}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7821e830-2136-410f-967e-3cbaae7cd228",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制无向图，所有边\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, \n",
    "                 pos, \n",
    "                 node_color = '0.28',\n",
    "                 edge_color = edge_weights,\n",
    "                 edge_cmap = plt.cm.RdYlBu_r,\n",
    "                 linewidths = 0.2,\n",
    "                 with_labels=False, \n",
    "                 node_size = 18)\n",
    "\n",
    "ax.set_xlim(4,8)\n",
    "ax.set_ylim(1,5)\n",
    "ax.grid()\n",
    "ax.set_aspect('equal', adjustable='box')\n",
    "plt.savefig('鸢尾花_欧氏距离矩阵_无向图, 真实位置.svg')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "54d0b675-80bb-4e88-ac82-b71fcee489b9",
   "metadata": {},
   "source": [
    "## 绘制部分边"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "7991b4de-4bc3-4faa-8054-2f46f9d11ac7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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c39XV1enTTz9VQkKCVwsEAABoiiaFm/Xr10s6cOZm48aNCg4Odn0XHBysAQMG6I477vBuhQAAAE3QpHDz/vvvS5IyMjL0xBNPqHPnzj4pCgAAwFMe3S01b948b9cBAADgFY0ON5dddpnmz5+vzp0767LLLjts28WLFze7MAAAAE80Otx06dJFNpvN9c8AAACtUaPDzR8vRXFZCgAAtFYePedm37592rt3r+vzli1blJubq3fffddrhQEAAHjCo3AzatQovfDCC5Kk3bt3KykpSdOnT9eoUaM0e/ZsrxYIAADQFB6Fm3Xr1mno0KGSpEWLFikqKkpbtmzRCy+8oCeffNKrBQIAADSFR+Fm79696tSpkyTp3Xff1WWXXaaAgACddtpp2rJli1cLBAAAaAqPwk2fPn305ptvqrS0VO+8844uuOACSdL27dt5sB8AAPArj8JNdna27rjjDsXHxys5OVkpKSmSDpzFGThwoFcLBAAAaAqPnlB8xRVX6Mwzz9S2bds0YMAA1/rzzjtPl156qdeKAwAAaCqPwo0kRUVFKSoqym1dUlJSswsCAABoDo/CTXV1tR555BHl5+dr+/btcjqdbt//+OOPXikOAACgqTwKN9dff71WrVqla665RtHR0a7XMnhq1qxZmjZtmhwOhwYMGKCnnnqqwbNAixcv1sMPP6wffvhB+/fv1/HHH6/bb79d11xzTbNqAAAAZvAo3Lz99ttaunSpzjjjjGYXsHDhQmVlZSkvL0/JycnKzc1VWlqaiouLFRERcUj77t2765577lG/fv0UHBysJUuWKCMjQxEREUpLS2t2Pc1VUlKi8vJyr/ZZVFTk1f4AADCZR+GmW7du6t69u1cKmDFjhiZMmKCMjAxJUl5enpYuXaq5c+dq8uTJh7Q/++yz3T7feuutev755/XRRx/VG25qampUU1Pj+lxZWemVuutTUlKivv1O1G/79h65MQAA8AmPws2DDz6o7OxsPf/88woLC/N457W1tSosLNSUKVNc6wICApSamqo1a9YccXvLsrRy5UoVFxfr0UcfrbdNTk6O7r//fo9rbIry8nL9tm+velx8u4J6xHqt330/fq6KD1/yWn8AAJjMo3Azffp0bdq0SZGRkYqPj1dQUJDb9+vWrWtUP+Xl5aqrq1NkZKTb+sjISH377bcNbldRUaGYmBjV1NQoMDBQ//znP3X++efX23bKlCnKyspyfa6srFRsrPeCR32CesTKHtXHa/3t31nqtb4AADCdR+Fm9OjRXi6jaTp16qQNGzaoqqpK+fn5ysrK0nHHHXfIJStJstvtstvtLV8kgCPyxXyy8PBwxcXFeb1fAG2HR+Fm6tSpXtl5eHi4AgMDVVZW5ra+rKzskGfo/FFAQID69DlwZiQhIUFFRUXKycmpN9wAaH3qqnZJNpvGjh3r9b5DQsNU/G0RAQdoxzx+iN/u3bu1aNEibdq0SXfeeae6d++udevWKTIyUjExMY3qIzg4WImJicrPz3edDXI6ncrPz1dmZmaja3E6nW6ThgG0bs6aKsmyvD4/bf/OUu1cMl3l5eWEG6Ad8yjcfPnll0pNTVWXLl20efNmTZgwQd27d9fixYtVUlKiF154odF9ZWVlKT09XYMHD1ZSUpJyc3NVXV3tuntq3LhxiomJUU5OjqQDE4QHDx6s3r17q6amRsuWLdOLL76o2bNnezIUAH7k7flpACB5GG6ysrI0fvx4PfbYY+rUqZNr/YgRI/SXv/ylSX2NGTNGO3bsUHZ2thwOhxISErR8+XLXJOOSkhIFBPz3/Z7V1dW66aab9PPPPys0NFT9+vXTSy+9pDFjxngyFAAAYBiPws1nn32mOXPmHLI+JiZGDoejyf1lZmY2eBmqoKDA7fNDDz2khx56qMn7AAAA7UPAkZscym631/swvO+++049e/ZsdlEAAACe8ijcXHLJJXrggQe0f/9+SZLNZlNJSYnuvvtuXX755V4tEAAAoCk8CjfTp09XVVWVevbsqX379mnYsGHq06ePOnXqpH/84x/erhEAAKDRPJpz06VLF61YsUIff/yxvvjiC1VVVWnQoEFKTU31dn0AAABN0uRw43Q6NX/+fC1evFibN2+WzWbTscceq6ioKFmWJZvN5os6AQAAGqVJl6Usy9Ill1yi66+/Xlu3btWpp56qk08+WVu2bNH48eN16aWX+qpOAACARmnSmZv58+frgw8+UH5+vs455xy371auXKnRo0frhRde0Lhx47xaJAAAQGM16czNv//9b/3tb387JNhI0rnnnqvJkyfr5Zdf9lpxAAAATdWkcPPll19q+PDhDX5/4YUX6osvvmh2UQAAAJ5qUrj59ddfXa9FqE9kZKR27drV7KIAAAA81aRwU1dXpw4dGp6mExgYqN9//73ZRQEAAHiqSROKLcvS+PHjZbfb6/2+pqbGK0UBAAB4qknhJj09/YhtuFMKAAD4U5PCzbx583xVBwAAgFd49G4pAACA1opwAwAAjEK4AQAARiHcAAAAoxBuAACAUQg3AADAKIQbAABgFMINAAAwCuEGAAAYhXADAACMQrgBAABGIdwAAACjEG4AAIBRCDcAAMAohBsAAGAUwg0AADAK4QYAABiFcAMAAIxCuAEAAEYh3AAAAKMQbgAAgFEINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjEK4AQAARung7wIAwNuKiop80m94eLji4uJ80jcA7yHcADBGXdUuyWbT2LFjfdJ/SGiYir8tIuAArRzhBoAxnDVVkmWpx8W3K6hHrFf73r+zVDuXTFd5eTnhBmjlCDcAjBPUI1b2qD7+LgOAnzChGAAAGIVwAwAAjEK4AQAARmkV4WbWrFmKj49XSEiIkpOTtXbt2gbbPvvssxo6dKi6deumbt26KTU19bDtAQBA++L3cLNw4UJlZWVp6tSpWrdunQYMGKC0tDRt37693vYFBQW6+uqr9f7772vNmjWKjY3VBRdcoK1bt7Zw5QAAoDXye7iZMWOGJkyYoIyMDJ100knKy8tTWFiY5s6dW2/7l19+WTfddJMSEhLUr18//etf/5LT6VR+fn697WtqalRZWem2AAAAc/k13NTW1qqwsFCpqamudQEBAUpNTdWaNWsa1cfevXu1f/9+de/evd7vc3Jy1KVLF9cSG+vdZ18AAIDWxa/hpry8XHV1dYqMjHRbHxkZKYfD0ag+7r77bvXq1cstIP3RlClTVFFR4VpKS0ubXTcAAGi92vRD/B555BEtWLBABQUFCgkJqbeN3W6X3W5v4coAAIC/+DXchIeHKzAwUGVlZW7ry8rKFBUVddhtH3/8cT3yyCN677331L9/f1+WCQAA2hC/XpYKDg5WYmKi22Tgg5ODU1JSGtzuscce04MPPqjly5dr8ODBLVEqAABoI/x+WSorK0vp6ekaPHiwkpKSlJubq+rqamVkZEiSxo0bp5iYGOXk5EiSHn30UWVnZ+uVV15RfHy8a25Ox44d1bFjR7+NAwAAtA5+DzdjxozRjh07lJ2dLYfDoYSEBC1fvtw1ybikpEQBAf89wTR79mzV1tbqiiuucOtn6tSpuu+++1qydAAA0Ar5PdxIUmZmpjIzM+v9rqCgwO3z5s2bfV8QAABos/z+ED8AAABvItwAAACjEG4AAIBRCDcAAMAohBsAAGAUwg0AADAK4QYAABiFcAMAAIxCuAEAAEYh3AAAAKMQbgAAgFEINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjEK4AQAARung7wIAoC0pKiryep/h4eGKi4vzer9Ae0W4AYBGqKvaJdlsGjt2rNf7DgkNU/G3RQQcwEsINwDQCM6aKsmy1OPi2xXUI9Zr/e7fWaqdS6arvLyccAN4CeEGAJogqEes7FF9/F0GgMNgQjEAADAK4QYAABiFcAMAAIxCuAEAAEYh3AAAAKMQbgAAgFEINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjEK4AQAARiHcAAAAoxBuAACAUQg3AADAKIQbAABgFMINAAAwCuEGAAAYhXADAACMQrgBAABGIdwAAACjEG4AAIBRCDcAAMAohBsAAGAUwg0AADAK4QYAABilg78LAABIRUVFPuk3PDxccXFxPukbaK38Hm5mzZqladOmyeFwaMCAAXrqqaeUlJRUb9uvv/5a2dnZKiws1JYtWzRz5kxNmjSpZQsGAC+qq9ol2WwaO3asT/oPCQ1T8bdFBBy0K34NNwsXLlRWVpby8vKUnJys3NxcpaWlqbi4WBEREYe037t3r4477jhdeeWVuu222/xQMQB4l7OmSrIs9bj4dgX1iPVq3/t3lmrnkukqLy8n3KBd8Wu4mTFjhiZMmKCMjAxJUl5enpYuXaq5c+dq8uTJh7QfMmSIhgwZIkn1fg8AbVVQj1jZo/r4uwzACH6bUFxbW6vCwkKlpqb+t5iAAKWmpmrNmjVe209NTY0qKyvdFgAAYC6/hZvy8nLV1dUpMjLSbX1kZKQcDofX9pOTk6MuXbq4lthY7572BQAArYvxt4JPmTJFFRUVrqW0tNTfJQEAAB/y25yb8PBwBQYGqqyszG19WVmZoqKivLYfu90uu93utf4AAEDr5rczN8HBwUpMTFR+fr5rndPpVH5+vlJSUvxVFgAAaOP8erdUVlaW0tPTNXjwYCUlJSk3N1fV1dWuu6fGjRunmJgY5eTkSDowCfmbb75x/fPWrVu1YcMGdezYUX36cJcBAADwc7gZM2aMduzYoezsbDkcDiUkJGj58uWuScYlJSUKCPjvyaVffvlFAwcOdH1+/PHH9fjjj2vYsGEqKCho6fIBAEAr5PcnFGdmZiozM7Pe7/4cWOLj42VZVgtUBQAA2irj75YCAADtC+EGAAAYhXADAACMQrgBAABGIdwAAACj+P1uKQCAbxUVFXm9z/DwcMXFxXm9X8AbCDcAYKi6ql2SzaaxY8d6ve+Q0DAVf1tEwEGrRLgBAEM5a6oky1KPi29XUI9Yr/W7f2epdi6ZrvLycsINWiXCDQAYLqhHrOxRvKIG7QcTigEAgFEINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjEK4AQAARiHcAAAAo/AQPwCAR3zxziqJ91ah+Qg3AIAm8eU7qyTeW4XmI9wAAJrEV++sknhvFbyDcAMA8AjvrEJrxYRiAABgFMINAAAwCuEGAAAYhXADAACMQrgBAABGIdwAAACjcCs4AKDV4enHaA7CDQCg1eDpx/AGwg0AoNXg6cfwBsINAKDV4enHaA4mFAMAAKMQbgAAgFEINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjMJzbgAA7YovXu3Aax1aF8INAKBd8OWrHXitQ+tCuAEAtAu+erUDr3VofQg3AIB2xVevduBN5q0H4QYAgGbgTeatD+EGAIBm4E3mrQ/hBgAAL+BN5q0Hz7kBAABGIdwAAACjEG4AAIBRWsWcm1mzZmnatGlyOBwaMGCAnnrqKSUlJTXY/rXXXtPf//53bd68Wccff7weffRRjRgxogUrBgCg5fBU5abxe7hZuHChsrKylJeXp+TkZOXm5iotLU3FxcWKiIg4pP3q1at19dVXKycnRxdffLFeeeUVjR49WuvWrdMpp5zihxEAAOAbvrzN3G4P0euvL1J0dLTX+/Z3cPJ7uJkxY4YmTJigjIwMSVJeXp6WLl2quXPnavLkyYe0f+KJJzR8+HDdeeedkqQHH3xQK1as0NNPP628vLwWrR0AAF/y1W3mv/38tXav/Jcuvvhir/X5R/5+No9fw01tba0KCws1ZcoU17qAgAClpqZqzZo19W6zZs0aZWVlua1LS0vTm2++WW/7mpoa1dTUuD5XVFRIkiorK5tZ/aGqqqoO7NPxg5y1v3mt3/07S33Sry/7bos1+7Jvam6Zvqm5ZfpuizX7su+WqNm5v8arfTv3VkiWpc5DLlNgl55e61eS6ip2qPKzxdq8ebO6du3qtX4P/t22LOvIjS0/2rp1qyXJWr16tdv6O++800pKSqp3m6CgIOuVV15xWzdr1iwrIiKi3vZTp061JLGwsLCwsLAYsJSWlh4xX/j9spSvTZkyxe1Mj9Pp1K+//qoePXrIZrM1uF1lZaViY2NVWlqqzp07t0SprUZ7HTvjbl/jltrv2Bl3+xq3ZMbYLcvSnj171KtXryO29Wu4CQ8PV2BgoMrKytzWl5WVKSoqqt5toqKimtTebrfLbre7rWvKabLOnTu32X8Rmqu9jp1xtz/tdeyMu/1p62Pv0qVLo9r59Tk3wcHBSkxMVH5+vmud0+lUfn6+UlJS6t0mJSXFrb0krVixosH2AACgffH7ZamsrCylp6dr8ODBSkpKUm5urqqrq113T40bN04xMTHKycmRJN16660aNmyYpk+frosuukgLFizQ559/rmeeecafwwAAAK2E38PNmDFjtGPHDmVnZ8vhcCghIUHLly9XZGSkJKmkpEQBAf89wXT66afrlVde0b333qu//e1vOv744/Xmm296/Rk3drtdU6dOPeSSVnvQXsfOuNvXuKX2O3bG3b7GLbW/sdssqzH3VAEAALQNvFsKAAAYhXADAACMQrgBAABGIdwAAACjtOtwM2vWLMXHxyskJETJyclau3btYdu/9tpr6tevn0JCQnTqqadq2bJlLVSp9zVl7PPnz5fNZnNbQkJCWrBa7/jggw80cuRI9erVSzabrcH3kf1RQUGBBg0aJLvdrj59+mj+/Pk+r9PbmjrugoKCQ463zWaTw+FomYK9JCcnR0OGDFGnTp0UERGh0aNHq7i4+IjbtfXfc0/Gbcrv+OzZs9W/f3/Xg+pSUlL09ttvH3abtn68paaP25TjfTjtNtwsXLhQWVlZmjp1qtatW6cBAwYoLS1N27dvr7f96tWrdfXVV+u6667T+vXrNXr0aI0ePVpfffVVC1fefE0du3TgqZbbtm1zLVu2bGnBir2jurpaAwYM0KxZsxrV/qefftJFF12kc845Rxs2bNCkSZN0/fXX65133vFxpd7V1HEfVFxc7HbMIyIifFShb6xatUo333yzPvnkE61YsUL79+/XBRdcoOrq6ga3MeH33JNxS2b8jh999NF65JFHVFhYqM8//1znnnuuRo0apa+//rre9iYcb6np45bMON6H1ZgXXJooKSnJuvnmm12f6+rqrF69elk5OTn1tv+f//kf66KLLnJbl5ycbE2cONGndfpCU8c+b948q0uXLi1UXcuQZL3xxhuHbXPXXXdZJ598stu6MWPGWGlpaT6szLcaM+7333/fkmTt2rWrRWpqKdu3b7ckWatWrWqwjUm/5wc1Ztwm/o4f1K1bN+tf//pXvd+ZeLwPOty4TT7eB7XLMze1tbUqLCxUamqqa11AQIBSU1O1Zs2aerdZs2aNW3tJSktLa7B9a+XJ2CWpqqpKxxxzjGJjY4/4fwSmMOWYeyohIUHR0dE6//zz9fHHH/u7nGarqKiQJHXv3r3BNiYe88aMWzLvd7yurk4LFixQdXV1g6/nMfF4N2bcknnH+8/aZbgpLy9XXV2d6ynIB0VGRjY4r8DhcDSpfWvlydj79u2ruXPn6q233tJLL70kp9Op008/XT///HNLlOw3DR3zyspK7du3z09V+V50dLTy8vL0+uuv6/XXX1dsbKzOPvtsrVu3zt+leczpdGrSpEk644wzDvs0c1N+zw9q7LhN+h3fuHGjOnbsKLvdrv/3//6f3njjDZ100kn1tjXpeDdl3CYd74b4/fULaP1SUlLc/g/g9NNP14knnqg5c+bowQcf9GNl8IW+ffuqb9++rs+nn366Nm3apJkzZ+rFF1/0Y2Weu/nmm/XVV1/po48+8ncpLaqx4zbpd7xv377asGGDKioqtGjRIqWnp2vVqlUN/qE3RVPGbdLxbki7DDfh4eEKDAxUWVmZ2/qysjJFRUXVu01UVFST2rdWnoz9z4KCgjRw4ED98MMPviix1WjomHfu3FmhoaF+qso/kpKS2mwwyMzM1JIlS/TBBx/o6KOPPmxbU37PpaaN+8/a8u94cHCw+vTpI0lKTEzUZ599pieeeEJz5sw5pK1Jx7sp4/6ztny8G9IuL0sFBwcrMTFR+fn5rnVOp1P5+fkNXqNMSUlxay9JK1asOOw1zdbIk7H/WV1dnTZu3Kjo6GhfldkqmHLMvWHDhg1t7nhblqXMzEy98cYbWrlypY499tgjbmPCMfdk3H9m0u+40+lUTU1Nvd+ZcLwbcrhx/5lJx9vF3zOa/WXBggWW3W635s+fb33zzTfWDTfcYHXt2tVyOByWZVnWNddcY02ePNnV/uOPP7Y6dOhgPf7441ZRUZE1depUKygoyNq4caO/huCxpo79/vvvt9555x1r06ZNVmFhoXXVVVdZISEh1tdff+2vIXhkz5491vr1663169dbkqwZM2ZY69evt7Zs2WJZlmVNnjzZuuaaa1ztf/zxRyssLMy68847raKiImvWrFlWYGCgtXz5cn8NwSNNHffMmTOtN9980/r++++tjRs3WrfeeqsVEBBgvffee/4agkduvPFGq0uXLlZBQYG1bds217J3715XGxN/zz0Ztym/45MnT7ZWrVpl/fTTT9aXX35pTZ482bLZbNa7775rWZaZx9uymj5uU4734bTbcGNZlvXUU09ZcXFxVnBwsJWUlGR98sknru+GDRtmpaenu7V/9dVXrRNOOMEKDg62Tj75ZGvp0qUtXLH3NGXskyZNcrWNjIy0RowYYa1bt84PVTfPwVuc/7wcHGt6ero1bNiwQ7ZJSEiwgoODreOOO86aN29ei9fdXE0d96OPPmr17t3bCgkJsbp3726dffbZ1sqVK/1TfDPUN2ZJbsfQxN9zT8Ztyu/4tddeax1zzDFWcHCw1bNnT+u8885z/YG3LDOPt2U1fdymHO/DsVmWZbXceSIAAADfapdzbgAAgLkINwAAwCiEGwAAYBTCDQAAMArhBgAAGIVwAwAAjEK4AQAARiHcAAAAoxBugHZk/PjxGj16tOvz2WefrUmTJh12m/j4eOXm5vq0Lk/9uf7WXKs3nHXWWXrllVd8uo/TTjtNr7/+uk/3Afga4QZoJcaPHy+bzXbIMnz4cJ/tc/HixXrwwQd91n9L++yzz3TDDTc0qm1bC0L/+c9/VFZWpquuusqn+7n33ns1efJkOZ1On+4H8CXCDdCKDB8+XNu2bXNb/v3vf/tsf927d1enTp181n9L69mzp8LCwvxdhk88+eSTysjIUECAb/+zfeGFF2rPnj16++23fbofwJcIN0ArYrfbFRUV5bZ069ZNkrR582bZbDZt2LDB1X737t2y2WwqKChwrfv666918cUXq3PnzurUqZOGDh2qTZs21bu/P1/W2b59u0aOHKnQ0FAde+yxevnllw/ZZvfu3br++uvVs2dPde7cWeeee66++OIL1/ebNm3SqFGjFBkZqY4dO2rIkCF677333PqIj4/Xww8/rGuvvVadOnVSXFycnnnmmcP+bKqrqzVu3Dh17NhR0dHRmj59+iFt/ng2xrIs3XfffYqLi5PdblevXr10yy23uMa9ZcsW3Xbbba4zZJK0c+dOXX311YqJiVFYWJhOPfXUQ8Ll2WefrVtuuUV33XWXunfvrqioKN13332H/IwmTpyoyMhIhYSE6JRTTtGSJUtc33/00UcaOnSoQkNDFRsbq1tuuUXV1dUNjn3Hjh1auXKlRo4c2ej9zJ8/X127dtWSJUvUt29fhYWF6YorrtDevXv1/PPPKz4+Xt26ddMtt9yiuro6V5+BgYEaMWKEFixYcNjjAbRmhBvAIFu3btVZZ50lu92ulStXqrCwUNdee61+//33Rm0/fvx4lZaW6v3339eiRYv0z3/+U9u3b3drc+WVV2r79u16++23VVhYqEGDBum8887Tr7/+KkmqqqrSiBEjlJ+fr/Xr12v48OEaOXKkSkpK3PqZPn26Bg8erPXr1+umm27SjTfeqOLi4gZru/POO7Vq1Sq99dZbevfdd1VQUKB169Y12P7111/XzJkzNWfOHH3//fd68803deqpp0o6cDnu6KOP1gMPPOA6QyZJv/32mxITE7V06VJ99dVXuuGGG3TNNddo7dq1bn0///zzOuqoo/Tpp5/qscce0wMPPKAVK1ZIkpxOpy688EJ9/PHHeumll/TNN9/okUceUWBgoKQD4W/48OG6/PLL9eWXX2rhwoX66KOPlJmZ2eBYPvroI4WFhenEE090rTvSfiRp7969evLJJ7VgwQItX75cBQUFuvTSS7Vs2TItW7ZML774oubMmaNFixa57S8pKUkffvhhg/UArZ6f30oO4P+Xnp5uBQYGWkcddZTb8o9//MOyLMv66aefLEnW+vXrXdvs2rXLkmS9//77lmVZ1pQpU6xjjz3Wqq2tbXAfo0aNcn0eNmyYdeutt1qWZVnFxcWWJGvt2rWu74uKiixJ1syZMy3LsqwPP/zQ6ty5s/Xbb7+59du7d29rzpw5DY7t5JNPtp566inX52OOOcYaO3as67PT6bQiIiKs2bNn17v9nj17rODgYOvVV191rdu5c6cVGhrqqv9gvwdrnT59unXCCSc0+LP4Y9vDueiii6zbb7/d9XnYsGHWmWee6dZmyJAh1t13321ZlmW98847VkBAgFVcXFxvf9ddd511ww03uK378MMPrYCAAGvfvn31bjNz5kzruOOOc1t3pP3MmzfPkmT98MMPrnUTJ060wsLCrD179rjWpaWlWRMnTnTb9q233rICAgKsurq6evsGWrsOfk1WANycc845mj17ttu67t27N3r7DRs2aOjQoQoKCmryvouKitShQwclJia61vXr109du3Z1ff7iiy9UVVWlHj16uG27b98+16Wvqqoq3XfffVq6dKm2bdum33//Xfv27TvkzE3//v1d/2yz2RQVFXXIWaKDNm3apNraWiUnJ7vWde/eXX379m1wPFdeeaVyc3N13HHHafjw4RoxYoRGjhypDh0a/s9eXV2dHn74Yb366qvaunWramtrVVNTc8g8nj/WLknR0dGu2jds2KCjjz5aJ5xwQr37+OKLL/Tll1+6XfKzLEtOp1M//fST29mZg/bt26eQkBC3dUfajySFhYWpd+/ers+RkZGKj49Xx44d3db9+eceGhoqp9OpmpoahYaGNtg/0FoRboBW5KijjlKfPn3q/e7gRFLLslzr9u/f79bG13+IqqqqFB0d7TbH56CDIeiOO+7QihUr9Pjjj6tPnz4KDQ3VFVdcodraWrf2fw5gNpvNq3foxMbGqri4WO+9955WrFihm266SdOmTdOqVasaDH/Tpk3TE088odzcXJ166qk66qijNGnSpCbVfqRjUFVVpYkTJ7rm//xRXFxcvduEh4dr165dbusac6zrq7MxP/dff/1VRx11FMEGbRbhBmgjevbsKUnatm2bBg4cKEluk4ulA2cUnn/+ee3fv7/JZ2/69eun33//XYWFhRoyZIgkqbi4WLt373a1GTRokBwOhzp06KD4+Ph6+/n44481fvx4XXrppZIO/DHfvHlzk2r5s969eysoKEiffvqpKwDs2rVL3333nYYNG9bgdqGhoRo5cqRGjhypm2++Wf369dPGjRs1aNAgBQcHu02kPVj7qFGjNHbsWEkH5rV89913Oumkkxpda//+/fXzzz/ru+++q/esyqBBg/TNN980GGLrM3DgQDkcDu3atcs1wfxI+2mOr776yvXvGNAWMaEYaEVqamrkcDjclvLyckkH/lCfdtppeuSRR1RUVKRVq1bp3nvvdds+MzNTlZWVuuqqq/T555/r+++/14svvnjYiboH9e3bV8OHD9fEiRP16aefqrCwUNdff73b/72npqYqJSVFo0eP1rvvvqvNmzdr9erVuueee/T5559Lko4//ngtXrxYGzZs0BdffKG//OUvzT4j07FjR1133XW68847tXLlSn311VcaP378YW+Lnj9/vp577jl99dVX+vHHH/XSSy8pNDRUxxxzjKQDd1Z98MEH2rp1q+tnfPzxx2vFihVavXq1ioqKNHHiRJWVlTWp1mHDhumss87S5ZdfrhUrVuinn37S22+/reXLl0uS7r77bq1evVqZmZnasGGDvv/+e7311luHnVA8cOBAhYeH6+OPP270fprjww8/1AUXXNDsfgB/IdwArcjy5csVHR3ttpx55pmu7+fOnavff/9diYmJmjRpkh566CG37Xv06KGVK1eqqqpKw4YNU2Jiop599tlGn8WZN2+eevXqpWHDhumyyy7TDTfcoIiICNf3NptNy5Yt01lnnaWMjAydcMIJuuqqq7RlyxZFRkZKkmbMmKFu3brp9NNP18iRI5WWlqZBgwY1+2czbdo0DR06VCNHjlRqaqrOPPNMt/lBf9a1a1c9++yzOuOMM9S/f3+99957+r//+z/XfKEHHnhAmzdvVu/evV1nxe69914NGjRIaWlpOvvssxUVFeX2ROfGev311zVkyBBdffXVOumkk3TXXXe5zhL1799fq1at0nfffaehQ4dq4MCBys7OVq9evRrsLzAwUBkZGYfcmn+4/Xhq69atWr16tTIyMprVD+BPNuuPF/ABAK2Sw+HQySefrHXr1rnOPvnC3XffrV27dh3xuUNAa8aZGwBoA6KiovTcc88dcteZt0VERBj1Sg60T5y5AQAARuHMDQAAMArhBgAAGIVwAwAAjEK4AQAARiHcAAAAoxBuAACAUQg3AADAKIQbAABgFMINAAAwyv8HvIbFucHsNC8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 欧氏距离的直方图\n",
    "\n",
    "plt.hist(edge_weights, bins = 20, ec = 'k', density = True)\n",
    "plt.xlabel('Euclidean distance (cm)')\n",
    "plt.ylabel('Density')\n",
    "\n",
    "plt.savefig('欧氏距离直方图.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "58a131b0-e1ea-49cf-9900-048240e39523",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "11135"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(edge_weights)\n",
    "# 150 * 149/2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f7b95fbe-f4aa-45d9-b7dc-3a0d1be13889",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 选择需要保留的边\n",
    "\n",
    "edge_kept = [(u, v) \n",
    "             for (u, v, d) \n",
    "             in G.edges(data=True) \n",
    "             if d[\"weight\"] <= 0.5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1ed50f66-e549-4f30-b433-980d9172307e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制无向图，剔除欧氏距离大于0.5的边\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, \n",
    "                 pos, \n",
    "                 edgelist = edge_kept,\n",
    "                 node_color = '0.28',\n",
    "                 edge_color = '#3388FF',\n",
    "                 linewidths = 0.2,\n",
    "                 with_labels=False, \n",
    "                 node_size = 18)\n",
    "\n",
    "ax.set_xlim(4,8)\n",
    "ax.set_ylim(1,5)\n",
    "ax.grid()\n",
    "ax.set_aspect('equal', adjustable='box')\n",
    "plt.savefig('鸢尾花_欧氏距离矩阵_无向图，保留部分边.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "72c0024d-ada1-4bd7-b379-170c8fbf8254",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
